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<tr onclick="window.document.location='/tutorials/introduction-to-financial-python/data-types-and-data-structures';"  class="clickable" ><td>1</td>
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<h2>Python: Data Types and Data Structures</h2>
First glimpse of Python.
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<tr onclick="window.document.location='/tutorials/introduction-to-financial-python/logical-operations-and-loops';"  class="clickable" ><td>2</td>
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<h2>Python: Logical Operations and Loop</h2>
The essential of programming.
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<tr onclick="window.document.location='/tutorials/introduction-to-financial-python/functions-and-objective-oriented-programming';"  class="clickable" ><td>3</td>
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<h2>Python: Functions and Object-Oriented Programming</h2>
The Python magic.
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<tr onclick="window.document.location='/tutorials/introduction-to-financial-python/numpy-and-basic-pandas';"  class="clickable" ><td>4</td>
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<h2>NumPy and Basic Pandas</h2>
The power scientific calculation package for Python.
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<tr onclick="window.document.location='/tutorials/introduction-to-financial-python/pandas-resampling-and-dataframe';"  class="clickable" ><td>5</td>
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<h2>Pandas: Resampling and DataFrame</h2>
The magical Data manipulation tool for Python.
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<tr onclick="window.document.location='/tutorials/introduction-to-financial-python/rate-of-return,-mean-and-variance';"  class="clickable" ><td>6</td>
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<h2>Rate of Return, Mean and Variance</h2>
The basic mathematical concepts for quantitative finance.
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<tr onclick="window.document.location='/tutorials/introduction-to-financial-python/random-variables-and-distributions';"  class="clickable" ><td>7</td>
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<h2>Random Variable and Distributions</h2>
Point estimation vs interval estimation
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<tr onclick="window.document.location='/tutorials/introduction-to-financial-python/confidence-interval-and-hypothesis-testing';"  class="clickable" ><td>8</td>
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<h2>Confidence Interval and Hypothesis Testing</h2>
Test your ideas rigorously.
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<tr onclick="window.document.location='/tutorials/introduction-to-financial-python/simple-linear-regression';"  class="clickable" ><td>9</td>
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<h2>Simple Linear Regression</h2>
Find the relationship between two random variables.
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<tr onclick="window.document.location='/tutorials/introduction-to-financial-python/multiple-linear-regression';"  class="clickable" ><td>10</td>
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<h2>Multiple Linear Regression and residual analysis</h2>
Explain a random variable using the power of multi-variables.
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<tr onclick="window.document.location='/tutorials/introduction-to-financial-python/linear-algebra';"  class="clickable" ><td>11</td>
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<h2>Linear Algebra</h2>
Mathematic tool for large scale calculation
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<tr onclick="window.document.location='/tutorials/introduction-to-financial-python/modern-portfolio-theory';"  class="clickable" ><td>12</td>
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<h2>Modern Portfolio Theory</h2>
Don't put all the eggs in one basket.
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<tr onclick="window.document.location='/tutorials/introduction-to-financial-python/market-risk';"  class="clickable" ><td>13</td>
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<h2>Market Risk</h2>
Beta and Alpha.
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<tr onclick="window.document.location='/tutorials/introduction-to-financial-python/fama-french-multi-factor-models';"  class="clickable" ><td>14</td>
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<h2>Fama-French Multi-factor Model</h2>
The most popular asset pricing model since 1992.
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